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DO NOT TRUST “convenient” inference APIs provided by famous repos!

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

I had a hunch: those nice one-line inference APIs like model(["input1", "input2", ...]) are screwing the preprocessing, leaving GPU wasting a surprising amount of time waiting. So I tested it! To check it, I built explicit pipelines around the very same models and optimized the preprocessing. I wan…

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  1. 2026-09-16 06:44 · r/computervision
    DO NOT TRUST “convenient” inference APIs provided by famous repos!

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